| 7.8 | skills.sh | evaluating-code-models bigcode evaluation harness benchmarks code generation models across 15+ datasets including humaneval, mbpp, and multipl-e with pass@k metrics. covers single and multi-language evaluation, instruction-tuned models, and model comparison workflows. |
| 7.8 | skills.sh | finishing-a-development-branch finishing-a-development-branch verifies test status, presents four concrete options for integrating completed work, and executes the chosen path with appropriate cleanup, handling both local merge and pull request workflows. |
| 7.3 | skills.sh | railway-database railway-database deploys postgres, redis, mysql, or mongodb templates into railway projects. checks for existing databases first, then provisions with volumes and connection variables. connects services via reference syntax or manual wiring. |
| 7.2 | skills.sh | Pentest Checklist pentest-checklist provides a phased workflow covering scope definition, environment preparation, expertise selection, monitoring, and remediation. includes pre/post checklists, threat enumeration, vendor policies, and remediation procedures. |
| 6.3 | skills.sh | skill-installer skill-installer manages installation of codex skills from curated openai lists or custom github repositories, with support for public and private repos via git or direct download. |
| 6.2 | skills.sh | web-artifacts-builder web-artifacts-builder provides a scripted workflow for generating self-contained react artifacts with tailwind css and shadcn/ui components, bundled into single html files for claude.ai display. |
| 6.2 | skills.sh | notion-spec-to-implementation notion-spec-to-implementation converts product specs into linked notion plans and task databases, with structured parsing, templated artifacts, and progress tracking cadence. |
| 5.9 | skills.sh | tdd-workflow tdd-workflow covers the red-green-refactor cycle and three laws of tdd. includes phase principles, the aaa test pattern, prioritization guidance, and anti-patterns to avoid. |
| 5.9 | skills.sh | telegram-bot-builder telegram-bot-builder covers bot architecture, api integration, and monetization patterns for telegram. includes code examples for commands, keyboards, and payments, but lacks depth on failure modes and production concerns. |
| 5.9 | skills.sh | scroll-experience scroll-experience covers parallax storytelling, scroll-triggered animations, and cinematic web patterns using gsap, framer motion, and css scroll-timeline. includes anti-patterns and mobile considerations but lacks concrete decision trees. |
| 5.8 | skills.sh | meeting-insights-analyzer meeting-insights-analyzer extracts communication patterns from transcripts, surfacing conflict avoidance, speaking ratios, and filler word usage with timestamped examples. execution depends entirely on claude code's transcript parsing and pattern matching capabilities. |
| 5.8 | skills.sh | discord-bot-architect discord-bot-architect provides discord.js v14 and pycord patterns for slash commands and gateway intents, but lacks complete procedural depth and edge case treatment needed for production robustness. |
| 5.3 | skills.sh | brainstorming brainstorming guides collaborative refinement of ideas into designs through guided questioning and iterative review cycles, starting from project context. |
| 5.2 | skills.sh | excalidraw excalidraw delegates file operations to subagents to preserve context budget. documents token cost problem (4k-22k per file) and dispatch patterns but lacks concrete implementation steps. |
| 5.2 | skills.sh | mui mui covers material-ui v7 component patterns including sx prop styling, theme integration via hooks, and responsive breakpoint design. lacks procedural depth and actionable examples. |
| 5.1 | skills.sh | stable-diffusion-image-generation stable-diffusion-image-generation wraps huggingface diffusers for text-to-image, inpainting, and outpainting workflows. covers sd 1.5 through flux with lora adapters and scheduler selection, but lacks actionable procedure detail. |
| 4.8 | skills.sh | scikit-bio scikit-bio provides sequence parsing, alignment, phylogenetic tree construction, and ecological statistics (alpha/beta diversity, UniFrac, PCoA, PERMANOVA) for bioinformatics workflows. covers DNA/RNA/protein data and multiple biological file formats. |
| 4.3 | skills.sh | geo-database geo-database documents ncbi geo's data hierarchy and use cases for gene expression research, but lacks concrete procedural steps, api endpoints, or executable workflows for actual dataset retrieval. |
| 4.3 | skills.sh | implementing-llms-litgpt implementing-llms-litgpt documents model loading and basic setup using litgpt's pretrained architectures, but lacks training workflows, validation procedures, and failure handling details. |
| 4.3 | skills.sh | image-enhancer image-enhancer upscales and sharpens screenshots and photos for presentations, documentation, and social media. it analyzes resolution and compression artifacts, then applies enhancement filters and outputs optimized files while preserving originals. |
| 4.3 | skills.sh | prompt-caching prompt-caching covers caching strategies for LLM cost reduction, including anthropic prompt caching, response caching, and cache augmented generation patterns with identified anti-patterns and sharp edges. |
| 4.2 | skills.sh | gwas-database gwas-database provides access to nhgri-ebi snp-trait associations via rest query interface, supporting variant lookup by rs id, disease trait, and gene annotation. incomplete skill definition lacks procedure detail and failure handling. |
| 4.2 | skills.sh | torch-geometric torch-geometric provides graph neural network primitives for node/graph classification, link prediction, and geometric deep learning on irregular structures, with support for heterogeneous graphs and distributed training. |
| 4.2 | skills.sh | marketing-ideas marketing-ideas provides a curated library of 140 saas marketing tactics organized by category and implementation stage, but lacks procedural depth and concrete execution guidance beyond high-level prompts. |
| 4.2 | skills.sh | clean-code clean-code documents pragmatic coding principles (srp, dry, kiss, yagni, boy scout) and naming conventions, but lacks actionable workflow steps, decision logic, or concrete failure recovery patterns needed for practical skill execution. |
| 4.1 | skills.sh | deepchem deepchem covers molecular property prediction, drug discovery, and materials design via graph neural networks, featurization, and pretrained models. lacks actionable procedure detail. |
| 3.9 | skills.sh | skill-share skill-share automates claude skill creation with metadata validation and slack distribution, but lacks concrete procedural steps and doesn't address failure scenarios like validation rejection or slack delivery failures. |
| 3.8 | skills.sh | regulatory-affairs-head regulatory-affairs-head describes senior regulatory leadership for medtech and healthtech firms, covering strategic planning and submission oversight. lacks executable workflows and decision logic. |
| 3.2 | skills.sh | conversation-memory conversation-memory establishes memory types for LLM systems but lacks concrete implementation steps, decision logic, and recovery patterns. the document outlines principles without grounding them in actionable procedures. |
| 3.2 | skills.sh | executing-marketing-campaigns executing-marketing-campaigns aggregates cross-functional marketing workflows including planning, content, social, email, and analytics, but lacks actionable procedures and concrete decision logic. |
| — | skills.sh | markitdown Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP,… |
| — | skills.sh | market-research-reports Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX… |
| — | skills.sh | exploratory-data-analysis Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data… |
| — | skills.sh | senior-frontend Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component… |
| — | skills.sh | Excel Analysis Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or… |
| — | skills.sh | senior-backend Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API… |
| — | skills.sh | senior-data-scientist World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas,… |
| — | skills.sh | environment-setup-guide Guide developers through setting up development environments with proper tools, dependencies, and configurations |
| — | skills.sh | free-tool-strategy When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user… |
| — | skills.sh | cc-skill-continuous-learning Development skill from everything-claude-code |
| — | skills.sh | testing-patterns Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD… |
| — | skills.sh | accessibility Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader… |
| — | skills.sh | railway-metrics Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, disk, or service performance like "how much… |
| — | skills.sh | agent-management Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate agent",… |
| — | skills.sh | ai-product Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM… |
| — | skills.sh | command-creator This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want… |
| — | skills.sh | react-useeffect React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization.… |
| — | skills.sh | aeon This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection,… |
| — | skills.sh | prompt-library Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use… |
| — | skills.sh | llava Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language… |
| — | skills.sh | sglang Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows with… |
| — | skills.sh | stripe-integration Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe correctly,… |
| — | skills.sh | tensorrt-llm Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need… |
| — | skills.sh | llama-factory Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support |
| — | skills.sh | rdkit Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D… |
| — | skills.sh | Data Privacy Compliance Data privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy controls,… |
| — | skills.sh | brand-guidelines Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand… |
| — | skills.sh | context-window-management Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context… |
| — | skills.sh | railway-environment Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build… |
| — | skills.sh | social-content When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.… |
| — | skills.sh | red-team-tactics Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting. |
| — | skills.sh | verification-before-completion Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output… |
| — | skills.sh | backend-dev-guidelines Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories,… |
| — | skills.sh | dependency-updater Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes… |
| — | skills.sh | domain-name-brainstormer Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming… |
| — | skills.sh | invoice-organizer Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting… |
| — | skills.sh | dspy Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's… |
| — | skills.sh | executing-plans Use when you have a written implementation plan to execute in a separate session with review checkpoints |
| — | skills.sh | create-pr Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code review… |
| — | skills.sh | i18n-localization Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support. |
| — | skills.sh | dispatching-parallel-agents Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies |
| — | skills.sh | skill-judge Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill… |
| — | skills.sh | using-git-worktrees Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart… |
| — | skills.sh | c4-architecture Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize… |
| — | skills.sh | constitutional-ai Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from… |
| — | skills.sh | serving-llms-vllm Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference… |
| — | skills.sh | llamaguard Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-harm,… |
| — | skills.sh | signup-flow-cro When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions,"… |
| — | skills.sh | agent-tool-builder Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently,… |
| — | skills.sh | react-dev This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components… |
| — | skills.sh | performance-profiling Performance profiling principles. Measurement, analysis, and optimization techniques. |
| — | skills.sh | Command Development This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command… |
| — | skills.sh | requirements-clarity Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve… |
| — | skills.sh | using-superpowers Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions |
| — | skills.sh | Hook Development This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks",… |
| — | skills.sh | skypilot-multi-cloud-orchestration Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage… |
| — | skills.sh | agent-md-refactor Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized,… |
| — | skills.sh | commit-work Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits).… |
| — | skills.sh | Security Scanning Tools This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan… |
| — | skills.sh | claude-opus-4-5-migration Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls… |
| — | skills.sh | writing-clearly-and-concisely Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for… |
| — | skills.sh | remotion-best-practices Best practices for Remotion - Video creation in React |
| — | skills.sh | autonomous-agents Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The… |
| — | skills.sh | viral-generator-builder Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the… |
| — | skills.sh | railway-docs Fetch up-to-date Railway documentation to answer questions accurately. Use when user asks about Railway features, how Railway works, or shares a… |
| — | skills.sh | schema-markup When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured… |
| — | skills.sh | langfuse Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain,… |
| — | skills.sh | obsidian-bases Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of… |
| — | skills.sh | quality-manager-qms-iso13485 ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance… |
| — | skills.sh | database-design Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. |
| — | skills.sh | lint-and-validate Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards.… |
| — | skills.sh | railway-projects List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys, make a… |
| — | skills.sh | micro-saas-launcher Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development,… |
| — | skills.sh | test-driven-development Use when implementing any feature or bugfix, before writing implementation code |
| — | skills.sh | unsloth Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization |
| — | skills.sh | quality-manager-qmr Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance… |
| — | skills.sh | openalex-database Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends,… |
| — | skills.sh | railway-status Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment status", or about… |
| — | skills.sh | paywall-upgrade-cro When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall,"… |
| — | skills.sh | marp-slide Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide… |
| — | skills.sh | scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival… |
| — | skills.sh | datadog-cli Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog… |
| — | skills.sh | find-bugs Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit… |
| — | skills.sh | voice-ai-development Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for… |
| — | skills.sh | fda-consultant-specialist Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR… |
| — | skills.sh | ui-ux-pro-max UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter,… |
| — | skills.sh | mamba-architecture State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware… |
| — | skills.sh | railway-templates Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use case,… |
| — | skills.sh | screenshot-feature-extractor Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for… |
| — | skills.sh | risk-management-specialist Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis,… |
| — | skills.sh | game-development Game development orchestrator. Routes to platform-specific skills based on project needs. |
| — | skills.sh | qms-audit-expert Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management,… |
| — | skills.sh | move-code-quality Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this skill when reviewing Move code, checking Move 2024 Edition… |
| — | skills.sh | audiocraft-audio-generation PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text… |
| — | skills.sh | design-system-starter Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent,… |
| — | skills.sh | receiving-code-review Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical… |
| — | skills.sh | uspto-database Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art… |
| — | skills.sh | bullmq-specialist BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull… |
| — | skills.sh | Agent Development This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent… |
| — | skills.sh | tensorboard Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML… |
| — | skills.sh | information-security-manager-iso27001 Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS implementation,… |
| — | skills.sh | skill-developer Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger… |
| — | skills.sh | theme-factory Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with… |
| — | skills.sh | nextjs-supabase-auth Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected… |
| — | skills.sh | api-security-best-practices Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities |
| — | skills.sh | roier-seo Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility scores, and… |
| — | skills.sh | competitor-alternatives When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs… |
| — | skills.sh | evaluating-llms-harness Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting… |
| — | skills.sh | requesting-code-review Use when completing tasks, implementing major features, or before merging to verify work meets requirements |
| — | skills.sh | nowait-reasoning-optimizer Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning,… |
| — | skills.sh | computer-use-agents Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer… |
| — | skills.sh | bash-linux Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems. |
| — | skills.sh | obsidian-markdown Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in… |
| — | skills.sh | hqq-quantization Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast… |
| — | skills.sh | kegg-database Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python… |
| — | skills.sh | bioservices Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for… |
| — | skills.sh | railway-domain Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get the URL for a… |
| — | skills.sh | pytdc Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and… |
| — | skills.sh | get-available-resources This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs,… |
| — | skills.sh | loki-mode Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security,… |
| — | skills.sh | anndata This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental… |
| — | skills.sh | railway-service Check service status, rename services, change service icons, link services, or create services with Docker images. For creating services with local code,… |
| — | skills.sh | SQL Injection Testing This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection",… |
| — | skills.sh | railway-new Create Railway projects, services, and databases with proper configuration. Use when user says "setup", "deploy to railway", "initialize", "create project",… |
| — | skills.sh | nnsight-remote-interpretability Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run… |
| — | skills.sh | pubchem-database Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for… |
| — | skills.sh | fluidsim Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D),… |
| — | skills.sh | neurokit2 Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when… |
| — | skills.sh | pyvene-interventions Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing,… |
| — | skills.sh | pymoo Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and… |
| — | skills.sh | gh-address-comments Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not… |
| — | skills.sh | cocoindex Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions,… |
| — | skills.sh | astropy Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates,… |
| — | skills.sh | biomni Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use… |
| — | skills.sh | sparse-autoencoder-training Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use… |
| — | skills.sh | game-changing-features Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact… |
| — | skills.sh | pyhealth Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working… |
| — | skills.sh | alphafold-database Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE),… |
| — | skills.sh | transformer-lens-interpretability Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation… |
| — | skills.sh | biorxiv-database Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or… |
| — | skills.sh | aws-serverless aws-serverless — an installable skill for AI agents, published by davila7/claude-code-templates. |
| — | skills.sh | moe-training moe-training — an installable skill for AI agents, published by davila7/claude-code-templates. |
| — | skills.sh | notebooklm notebooklm — an installable skill for AI agents, published by davila7/claude-code-templates. |
| — | skills.sh | deepspeed Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention |
| — | skills.sh | web-performance-optimization Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance |
| — | skills.sh | marketing-psychology When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental… |
| — | skills.sh | frontend-to-backend-requirements Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements',… |
| — | skills.sh | research-engineer An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness,… |
| — | skills.sh | d3-viz Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic… |
| — | skills.sh | skill-creator Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an… |
| — | skills.sh | software-architecture Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that… |
| — | skills.sh | react-ui-patterns Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states. |
| — | skills.sh | skill-creation-guide Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's… |
| — | skills.sh | statistical-analysis Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA… |
| — | skills.sh | pytorch-lightning High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from… |
| — | skills.sh | agent-memory-systems Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term… |
| — | skills.sh | Claude Code Guide Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best… |
| — | skills.sh | frontend-patterns Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices. |
| — | skills.sh | context7-auto-research Automatically fetch latest library/framework documentation for Claude Code via Context7 API |
| — | skills.sh | copywriting When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages,… |
| — | skills.sh | frontend-dev-guidelines frontend-dev-guidelines — an installable skill for AI agents, published by davila7/claude-code-templates. |
| — | skills.sh | devops-iac-engineer Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability… |
| — | skills.sh | docker-expert Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production… |
| — | skills.sh | draw-io draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage. |
| — | skills.sh | langchain Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct… |
| — | skills.sh | qdrant-vector-search High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search,… |
| — | skills.sh | senior-prompt-engineer World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt… |
| — | skills.sh | matplotlib Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and… |
| — | skills.sh | crewai-multi-agent Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you… |
| — | skills.sh | senior-devops Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup,… |
